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Apr, 2016
$\ell_p$-Box ADMM:一个整数规划的多功能框架
$\ell_p$-Box ADMM: A Versatile Framework for Integer Programming
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Baoyuan Wu, Bernard Ghanem
TL;DR
本文提出了一种新的基于ADMM的方法,称为$l_p$-box ADMM,它能够高效地处理整数规划问题及连续约束,并在MRF能量最小化、图匹配和聚类等计算机视觉应用上表现出优越的性能。
Abstract
This paper revisits the
integer programming
(IP) problem, which plays a fundamental role in many
computer vision
and machine learning applications. The literature abounds with many seminal works that address this
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